Generalization Performance of Pure Accuracy and its Application in Selective Ensemble Learning
The pure accuracy measure is used to eliminate random consistency from the accuracy measure. Biases to both majority and minority classes in the pure accuracy are lower than that in the accuracy measure. In this paper, we demonstrate that compared with the accuracy measure and F-measure, the pure ac...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 2 vom: 29. Feb., Seite 1798-1816
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| 1. Verfasser: |
Wang, Jieting
(VerfasserIn) |
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| Weitere Verfasser: |
Qian, Yuhua,
Li, Feijiang,
Liang, Jiye,
Zhang, Qingfu |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2023
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
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| Schlagworte: | Journal Article |
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